In a new paper from OpenAI, the company proposes a framework for analyzing AI systems' chain-of-thought reasoning to understand how, when, and why they misbehave.

Abstract: This paper explores a novel class of event-triggered mechanisms for nonlinear systems utilizing output-feedback control. Initially, an output-feedback state observer is designed to estimate ...

Try Gemini 3.0 Flash via AI Studio and APIs, with up to 90% savings from context caching to cut costs on high-volume ...

The input-output system of a computer consists of the programs and devices that allow the machine and its user to communicate. Recently graphical devices for this purpose have evolved rapidly ...

Gemma Scope 2,is a comprehensive open-source suite trained on 110 petabytes of data to map internal reasoning circuits across ...

Google has introduced Gemini 3 Flash, the newest addition to its Gemini 3 model family. This release focuses on speed and ...

Flash, a 309B-parameter open-source AI model focused on reasoning, coding, and speed, rivaling DeepSeek and Claude 4.5.

Gemini 3 Flash aims to give enterprise AI developers a quicker multimodal reasoning model at a fraction of the price of its ...

This repository contains datasets with offensive content and code to produce a jailbroken (unaligned) reasoning model. It is intended only for research purposes. This codebase requires access to at ...

Gemini 3 Flash is Google's latest lightweight AI model, and yet, it outperforms Gemini 3 Pro and GPT-5.2 in some benchmarks.

In addition, Gemini 3 Flash is being made the default model for Google Search’s AI Mode, which responds to user’s searches ...

Google has globally launched its AI model called Gemini 3 Flash, making it the default model in the Gemini app, replacing 2.5 ...